Free Anthropic CCAO-F Exam Questions

Become Anthropic Certified with updated CCAO-F exam questions and correct answers

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Total 154 Questions | Updated On: Oct 26, 2026

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Question 1

You are a customer-success lead running an interactive workflow where each turn must respond quickly and the per-turn reasoning is light.Which selection best aligns with the requirements?

A : Choose Haiku to keep latency low and to handle a light reasoning load efficiently at scale.

B : Choose a model based on the alphabetical order of its name.

C : Choose any model because latency does not vary by model.

D : Choose Opus to maximize reasoning depth despite higher latency.

Answer: A

Question 2

You are an operations lead integrating Claude into a multi-person team workflow.Which integration step should be performed first?

A : Identify where Claude adds value and where each handoff to a human occurs.

B : Pilot the integrated workflow with a small group on representative work.

C : Iterate the integrated workflow based on the findings from the pilot.

D : Document the integrated workflow and onboard the rest of the team to it.

Answer: A

Question 3

An HR business partner is configuring two separate Projects for two distinct client engagements.Which configuration best prevents context bleed between the two engagements?

A : Set up each Project with its own distinct memory context, knowledge sources, and instructions, andverify that information from one Project does not appear in the other Project's responses

B : Use a single shared Project for both client engagements with combined memory, knowledge sources,and instructions, on the assumption that Claude will keep the two clients' contexts separate withoutconfiguration

C : Configure both Projects to share the same memory context to reduce setup effort, even though sharedmemory between unrelated client engagements is precisely the configuration that produces contextbleed

D : Skip Project configuration entirely and use general chats for both engagements, which provides noscoped memory contexts and offers no structural separation between the two clients'work streams

Answer: A

Question 4

You are a refining a prompt over several iterations.The output drifts further from the requested template with each change.Which step is most appropriate?

A : Discard all prior versions and start with no record of what worked.

B : Continue making large simultaneous changes until the output happens to align.

C : Revert to the version of the prompt that produced the closest match and adjust from that baseline.

D : Stop iterating and accept the most off-target version.

Answer: C

Question 5

Before uploading a customer file for a Code Execution analysis, a customer-success associate at Noventra, Ltd. is reviewing the planned task.Which two practices best align with sound data handling? (Select two.)

A : Skip the upload review entirely on the basis of urgency, even though the file might contain regulatedfields that organizational policy requires the user to redact before any Code Execution

B : Confirm that the planned Code Execution task aligns with the organization’s data-classification policyand escalate to the appropriate contact if the data sensitivity exceeds approveduse

C : Upload the full unredacted customer file without review, on the assumption that a sandboxed executionenvironment removes the need to apply the organization’s dataclassification policy

D : Bypass the data-classification policy because the task is internal, treating sandboxed processing as anexemption from the review that the policy requires beforesensitive data is uploaded

E : Review the file for sensitive, confidential, or regulated fields before upload, and remove or redact anyfields that are not required for the planned Code Executionanalysis

Answer: B,E

Page: 1 / 31

Total 154 Questions | Updated On: Oct 26, 2026

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